IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v11y2022i10p1820-d945126.html
   My bibliography  Save this article

Spatiotemporal Analysis of Urban Green Spatial Vitality and the Corresponding Influencing Factors: A Case Study of Chengdu, China

Author

Listed:
  • Qidi Dong

    (School of Art and Design, Xihua University, Chengdu 610039, China
    College of Landscape Architecture, Sichuan Agricultural University, Chengdu 611130, China)

  • Jun Cai

    (College of Landscape Architecture, Sichuan Agricultural University, Chengdu 611130, China)

  • Shuo Chen

    (College of Landscape Architecture, Sichuan Agricultural University, Chengdu 611130, China)

  • Pengman He

    (College of Landscape Architecture, Sichuan Agricultural University, Chengdu 611130, China)

  • Xuli Chen

    (School of Art and Design, Xihua University, Chengdu 610039, China)

Abstract

Green space integrates diversified urban functions, and the analysis of its utilization, can help improve the vitality of the social and economic development of cities while contributing to the important goal of enhancing urban green space (UGS) planning and management. In this study, the heat value obtained from Baidu heat maps was used as an external representation of spatial vitality, and the factors that influence vitality were analyzed from two dimensions, i.e., the inner and outer space characteristics of green space, using spatial big data such as points of interest (POIs), Open Street Map (OSM) and online review data. The findings indicated that green space and urban resources in Chengdu are highly centralized. That is, a high road network density and nearby transportation facilities make it easier for visitors to reach parks, while peripheral functional density also plays a role in promoting vitality; additionally, reasonable and moderate space and functional layouts are conducive to the development of green space. In addition, our study integrates the tour experience index, which has a strong positive impact on vitality, to better reflect the human-oriented characteristics of green space, which are of great relevance to the construction and renewal of human space in UGSs.

Suggested Citation

  • Qidi Dong & Jun Cai & Shuo Chen & Pengman He & Xuli Chen, 2022. "Spatiotemporal Analysis of Urban Green Spatial Vitality and the Corresponding Influencing Factors: A Case Study of Chengdu, China," Land, MDPI, vol. 11(10), pages 1-17, October.
    • Handle: RePEc:gam:jlands:v:11:y:2022:i:10:p:1820-:d:945126
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/11/10/1820/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2073-445X/11/10/1820/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Shumei Zhang & Wenshi Zhang & Ying Wang & Xiaoyu Zhao & Peihao Song & Guohang Tian & Audrey L. Mayer, 2020. "Comparing Human Activity Density and Green Space Supply Using the Baidu Heat Map in Zhengzhou, China," Sustainability, MDPI, vol. 12(17), pages 1-14, August.
    2. Sugiyama, T. & Francis, J. & Middleton, N.J. & Owen, N. & Giles-CortI, B., 2010. "Associations between recreational walking and attractiveness, size, and proximity of neighborhood open spaces," American Journal of Public Health, American Public Health Association, vol. 100(9), pages 1752-1757.
    3. Fangzheng Li & Fen Zhang & Xiong Li & Peng Wang & Junhui Liang & Yuting Mei & Wenwen Cheng & Yun Qian, 2017. "Spatiotemporal Patterns of the Use of Urban Green Spaces and External Factors Contributing to Their Use in Central Beijing," IJERPH, MDPI, vol. 14(3), pages 1-17, February.
    4. Peng Zeng & Ming Wei & Xiaoyang Liu, 2020. "Investigating the Spatiotemporal Dynamics of Urban Vitality Using Bicycle-Sharing Data," Sustainability, MDPI, vol. 12(5), pages 1-14, February.
    5. Shengbin Hao & Haili Zhang & Michael Song, 2019. "Big Data, Big Data Analytics Capability, and Sustainable Innovation Performance," Sustainability, MDPI, vol. 11(24), pages 1-15, December.
    6. Jieyuan Zhu & Huiting Lu & Tianchen Zheng & Yuejing Rong & Chenxing Wang & Wen Zhang & Yan Yan & Lina Tang, 2020. "Vitality of Urban Parks and Its Influencing Factors from the Perspective of Recreational Service Supply, Demand, and Spatial Links," IJERPH, MDPI, vol. 17(5), pages 1-17, March.
    7. Mohamed Battour & Nur Aulia Noviyani & Ririn Tri Ratnasari & Mohamed Aboelmaged & Riyad Eid, 2022. "The Impact of HDA, Experience Quality, and Satisfaction on Behavioral Intention: Empirical Evidence from West Sumatra Province, Indonesia," Sustainability, MDPI, vol. 14(8), pages 1-19, April.
    8. Xiaoling Li & Chunliang Xiu & Ye Wei & Hong S. He, 2020. "Evaluating Methodology for the Service Extent of Refugee Parks in Changchun, China," Sustainability, MDPI, vol. 12(14), pages 1-16, July.
    9. Federica Banchiero & Ivan Blečić & Valeria Saiu & Giuseppe A. Trunfio, 2020. "Neighbourhood Park Vitality Potential: From Jane Jacobs’s Theory to Evaluation Model," Sustainability, MDPI, vol. 12(15), pages 1-21, July.
    10. Qidi Dong & Jun Cai & Linjia Wu & Di Li & Qibing Chen, 2022. "Quantitative Identification of Rural Functions Based on Big Data: A Case Study of Dujiangyan Irrigation District in Chengdu," Land, MDPI, vol. 11(3), pages 1-17, March.
    11. Han Yue & Xinyan Zhu, 2019. "Exploring the Relationship between Urban Vitality and Street Centrality Based on Social Network Review Data in Wuhan, China," Sustainability, MDPI, vol. 11(16), pages 1-19, August.
    12. Cristinel Petrișor Constantin & Ana Ispas & Adina Nicoleta Candrea, 2022. "Examining the Relationships between Visitors Profile, Satisfaction and Revisit Intentions: Evidence from Romanian Ecotourism Destinations," Land, MDPI, vol. 11(2), pages 1-20, January.
    13. Evelien Van Rij & Eric Koomen, 2010. "Analysing The Rural Vitality Argument For Residential Development: Linking Discourses And Actual Spatial Developments," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 101(5), pages 583-595, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Liguo Zeng & Chunqing Liu & Mo Wang & Chengling Zhou & Guanhong Xie & Binsheng Wu, 2023. "Delineating the Dichotomy and Synergistic Dynamics of Environmental Determinants on Temporally Responsive Park Vitality," Sustainability, MDPI, vol. 15(17), pages 1-17, August.
    2. Qidi Dong & Heng Lu & Xiaohong Luo & Pengman He & Di Li & Linjia Wu & Yundi Wei & Xuli Chen, 2023. "Evaluation and Optimization of Green Space Fairness in Urban Built-Up Areas Based on an Improved Supply and Demand Model: A Case Study of Chengdu, China," Sustainability, MDPI, vol. 15(20), pages 1-22, October.
    3. Yuhan Sun & Bo Wan & Qiang Sheng, 2024. "Relationship Between Spatial Form, Functional Distribution, and Vitality of Railway Station Areas Under Station-City Synergetic Development: A Case Study of Four Special-Grade Stations in Beijing," Sustainability, MDPI, vol. 16(22), pages 1-32, November.
    4. Fan Liu & Danmei Sun & Yanqin Zhang & Shaoping Hong & Minhua Wang & Jianwen Dong & Chen Yan & Qin Yang, 2022. "Tourist Landscape Preferences in a Historic Block Based on Spatiotemporal Big Data—A Case Study of Fuzhou, China," IJERPH, MDPI, vol. 20(1), pages 1-20, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Liguo Zeng & Chunqing Liu & Mo Wang & Chengling Zhou & Guanhong Xie & Binsheng Wu, 2023. "Delineating the Dichotomy and Synergistic Dynamics of Environmental Determinants on Temporally Responsive Park Vitality," Sustainability, MDPI, vol. 15(17), pages 1-17, August.
    2. Xinyang Li & Marek Kozlowski & Sumarni Binti Ismail & Sarah Abdulkareem Salih, 2024. "Spatial Distribution Characteristics of Leisure Urban Spaces and the Correlation with Population Activity Intensity: A Case Study of Nanjing, China," Sustainability, MDPI, vol. 16(16), pages 1-21, August.
    3. Xin Li & Yongsheng Qian & Junwei Zeng & Xuting Wei & Xiaoping Guang, 2021. "The Influence of Strip-City Street Network Structure on Spatial Vitality: Case Studies in Lanzhou, China," Land, MDPI, vol. 10(11), pages 1-17, October.
    4. Omer Dogan & Jaewon Han & Sugie Lee, 2021. "Opening Gated Communities and Neighborhood Accessibility Benefits: The Case of Seoul, Korea," IJERPH, MDPI, vol. 18(8), pages 1-15, April.
    5. Watanabe, Hajime & Maruyama, Takuya, 2024. "A Bayesian sample selection model with a binary outcome for handling residential self-selection in individual car ownership," Journal of choice modelling, Elsevier, vol. 51(C).
    6. Hong Wu & Cong Gong & Rui Wang & Xiaoyue Niu & Yu Cao & Changhao Cao & Changjuan Hu, 2025. "Moderating Effects of Park Accessibility and External Environment on Park Satisfaction in a Mountainous City," Land, MDPI, vol. 14(1), pages 1-22, January.
    7. Meryem Hayir-Kanat & Jürgen Breuste, 2019. "Which Natural Areas are Preferred for Recreation? An Investigation of the Most Popular Natural Resting Types for Istanbul," Sustainability, MDPI, vol. 11(23), pages 1-14, November.
    8. Xiaojia Liu & Xi Chen & Yan Huang & Weihong Wang & Mingkan Zhang & Yang Jin, 2023. "Landscape Aesthetic Value of Waterfront Green Space Based on Space–Psychology–Behavior Dimension: A Case Study along Qiantang River (Hangzhou Section)," IJERPH, MDPI, vol. 20(4), pages 1-22, February.
    9. Xiaohu Zhang & Scott Melbourne & Chinmoy Sarkar & Alain Chiaradia & Chris Webster, 2020. "Effects of green space on walking: Does size, shape and density matter?," Urban Studies, Urban Studies Journal Limited, vol. 57(16), pages 3402-3420, December.
    10. Haili Zhang & Yufan Wang & Michael Song, 2019. "Does Competitive Intensity Moderate the Relationships between Sustainable Capabilities and Sustainable Organizational Performance in New Ventures?," Sustainability, MDPI, vol. 12(1), pages 1-18, December.
    11. Zihan Cai & Sidong Zhao & Mengshi Huang & Congguo Zhang, 2023. "Evolution Model, Mechanism, and Performance of Urban Park Green Areas in the Grand Canal of China," Land, MDPI, vol. 13(1), pages 1-28, December.
    12. Abdullah Addas & Ahmad Maghrabi, 2021. "Social Evaluation of Public Open Space Services and Their Impact on Well-Being: A Micro-Scale Assessment from a Coastal University," Sustainability, MDPI, vol. 13(8), pages 1-19, April.
    13. Zhen Yang & Weijun Gao, 2022. "Evaluating the Coordinated Development between Urban Greening and Economic Growth in Chinese Cities during 2005 to 2019," IJERPH, MDPI, vol. 19(15), pages 1-25, August.
    14. Colette Cunningham-Myrie & Katherine P Theall & Novie Younger-Coleman & Lisa-Gaye Greene & Parris Lyew-Ayee & Rainford Wilks, 2021. "Associations of neighborhood physical and crime environments with obesity-related outcomes in Jamaica," PLOS ONE, Public Library of Science, vol. 16(4), pages 1-19, April.
    15. Xueling Zhang & Ruoxuan Huang & Yixuan Yang, 2022. "On the Landscape Activity Measure Coupling Ecological Index and Public Vitality Index of UGI: The Case Study of Zhongshan, China," Land, MDPI, vol. 11(11), pages 1-32, October.
    16. LU, Yi & Zhao, Jianting & Wu, Xueying & Lo, Siu Ming, 2020. "Escaping to nature in pandemic: a natural experiment of COVID-19 in Asian cities," SocArXiv rq8sn, Center for Open Science.
    17. Koomen, E., 2011. "Indicators of rural vitality. A GIS-based analysis of socio-economic development of the rural Netherlands," Serie Research Memoranda 0050, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
    18. Amer Habibullah & Nawaf Alhajaj & Ahmad Fallatah, 2022. "One-Kilometer Walking Limit during COVID-19: Evaluating Accessibility to Residential Public Open Spaces in a Major Saudi City," Sustainability, MDPI, vol. 14(21), pages 1-16, October.
    19. Kinga Kimic & Albert Fekete, 2022. "The Ratio of Biologically Vital Areas as a Measure of the Sustainability of Urban Parks Using the Example of Budapest, Hungary," Resources, MDPI, vol. 11(5), pages 1-16, May.
    20. Guancen Wu & Dongqin Yang & Xing Niu & Zixuan Mi, 2024. "The Impact of Park Green Space Areas on Urban Vitality: A Case Study of 35 Large and Medium-Sized Cities in China," Land, MDPI, vol. 13(10), pages 1-17, September.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jlands:v:11:y:2022:i:10:p:1820-:d:945126. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.